Electrooculography (EOG) is a technique which captures the electrical activity generated by the human eyes. Signal processing techniques are then used to interpret EOG signals to determine the position on the screen at which a subject is looking, in order to develop Human Computer Interface (HCI) applications.
Below is a list of the publications in the field of e lectrooculography authored by researchers within the Center for Biomedical Cybernetics:
Peer-reviewed journal articles
M. Mifsud, T. A. Camilleri, and K. P. Camilleri, “A distance robust EOG-based feature for gaze trajectory inference ,” Biomedical Signal Processing and Control , vol. 90, Apr. 2024.
N. Barbara, T. A. Camilleri, and K. P. Camilleri, “Real-Time Continuous EOG-based Gaze Angle Estimation with Baseline Drift Compensation Under Non-Stationary Head Conditions ,” Biomedical Signal Processing and Control , vol. 90, Apr. 2024.
N. Barbara, T. A. Camilleri, and K. P. Camilleri, “Real-Time Continuous EOG-based Gaze Angle Estimation with Baseline Drift Compensation Under Stationary Head Conditions ,” Biomedical Signal Processing and Control , vol. 86, Sep. 2023. M. Mifsud, T. A. Camilleri, and K. P. Camilleri, "HMM-based gesture recognition for eye-swipe typing ", Biomedical Signal Processing and Control , vol. 86, Sep. 2023. N. Barbara, T. A. Camilleri, K. P. Camilleri, "Monopolar and bipolar electrooculography signal characteristics due to target displacements - have we seen the whole picture? ", Physiological Measurement , vol. 44, no. 3, Jan. 2023.
N. Barbara, T. A. Camilleri, K. P. Camilleri, "A comparison of EOG baseline drift mitigation techniques ", Biomedical Signal Processing and Control , vol. 57, Mar. 2020.
N. Barbara, T.A. Camilleri, K. P. Camilleri, 'EOG-Based Eye Movement Detection and Gaze Estimation for an Asynchronous Virtual Keyboard ', Biomedical Signal Processing and Control , vol. 47, pp. 159-167, Jan. 2019.
Peer-reviewed conference publications
T. Camilleri, N. Barbara, M. Mifsud, S. Youbi and K. Camilleri, “Towards the Control of Smart Devices using a GUI-free EOG-based HMI System, ” in HCI International (HCII), 2024.
M. Mifsud, T. A. Camilleri, and K. P. Camilleri, "Training an EOG-Based Wordometer Without Reading - A Simple HCI Application to Quantify Reading Metrics ", in 25th International Conference on Human-Computer Interaction , Copenhagen Denmark, Proceedings Part 1, July 2023.
M. Mifsud, T. A. Camilleri, and K. P. Camilleri, "Dwell-free typing using an EOG-based virtual keyboard ", in 24th International Conference on Human-Computer Interactio n, Virtual Event, June 2022.
N. Barbara, T. A. Camilleri, and K. P. Camilleri, “Modelling of blink-related eyelid-induced shunting on the electrooculogram ,” in ACM Symposium on Eye Tracking Research and Applications (ETRA) , (New York, NY, USA), pp. 1–6, ACM, May 2021;
N. Barbara, T. A. Camilleri, and K. P. Camilleri, “TEMoD: Target-enabled model-based de-drifting of the EOG signal baseline using a battery model of the eye ,” in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , pp. 562–565, IEEE, Nov. 2021.
N. Barbara, T. A. Camilleri, and K. P. Camilleri, “EOG-based ocular and gaze angle estimation using an extended Kalman filter ,” in Symposium on Eye Tracking Research and Applications (ETRA) , Association for Computing Machinery , June 2020.N. Barbara, T. A. Camilleri, and K. P. Camilleri, “EOG-based gaze angle estimation using a battery model of the eye ,” in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , pp. 6918–6921, IEEE, July 2019;
N. Barbara, T.A. Camilleri, and K.P. Camilleri, 'Comparative Performance Analysis of a Commercial Wearable EOG Glasses for an Asynchronous Virtual Keyboard ', 2018 British Human Computer Interaction Conference , Belfast, Northern Ireland, Jul. 2018.
N. Barbara and T. A. Camilleri, “Interfacing with a speller using EOG glasses ,” in IEEE International Conference on Systems, Man, and Cybernetics (SMC) , pp. 1069–1074, IEEE, Oct. 2016.
